17 citations · 28 across the 8 of their papers we have counts for
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cs.CV2022★ 1 cited
Identifying and Mitigating Flaws of Deep Perceptual Similarity Metrics
Oskar Sjögren, Gustav Grund Pihlgren, Fredrik Sandin +1
Measuring the similarity of images is a fundamental problem to computer vision for which no universal solution exists. While simple metrics such as the pixel-wise L2-norm have been…
eess.IV2022★ 4 cited
Magnification Prior: A Self-Supervised Method for Learning Representations on Breast Cancer Histopathological Images
Prakash Chandra Chhipa, Richa Upadhyay, Gustav Grund Pihlgren +3
This work presents a novel self-supervised pre-training method to learn efficient representations without labels on histopathology medical images utilizing magnification factors. O…